{"id":"W4211250725","doi":"10.1002/0471264385.wei0713","title":"Early Childhood Education","year":2003,"lang":"en","type":"other","venue":"Handbook of Psychology","topic":"Early Childhood Education and Development","field":"Social Sciences","cited_by":21,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia","funders":"","keywords":"Early childhood education; Early childhood; Pedagogy; Section (typography); Psychology; Literacy; Diversity (politics); Set (abstract data type); Developmental psychology; Sociology","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.0001986171,0.0001396246,0.0002285277,0.0002981374,0.00007713102,0.00001481505,0.00023871,0.0003834218,0.01571638],"category_scores_gemma":[0.0000567278,0.0001491896,0.00006823364,0.0001674642,0.0002207482,0.00002409539,0.000009619294,0.0001413017,0.0008577023],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00003269581,"about_ca_system_score_gemma":0.001745815,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0008896878,"about_ca_topic_score_gemma":0.0004358363,"domain_scores_codex":[0.9989088,0.0001684321,0.0002141249,0.0002750846,0.0002052752,0.0002282835],"domain_scores_gemma":[0.9992696,0.00001868349,0.0002533733,0.0002860625,0.00005350072,0.0001188036],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.000001005198,0.0001851102,0.0005603183,0.00000496312,0.00003046285,1.905041e-7,0.007527723,5.275359e-9,0.000003372208,0.004916243,0.9601911,0.02657946],"study_design_scores_gemma":[0.0001803334,0.00002588748,0.0139174,0.000187663,0.00001262941,0.000001198053,0.000271954,6.985253e-10,0.000009697997,0.001645406,0.9835975,0.0001503572],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"other","genre_gemma":"other","genre_scores_codex":[0.0001074115,0.009569799,0.0001269169,0.0006624403,0.00335417,0.0003278012,0.000005054239,0.00008103703,0.9857654],"genre_scores_gemma":[0.0004500336,0.004850891,0.004551347,0.001937518,0.0007923772,0.00003320685,0.00002082406,0.000140652,0.9872231],"genre_candidate":"other","genre_consensus":"other","teacher_disagreement_score":0.0264291,"threshold_uncertainty_score":0.9999202,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01466829133979518,"score_gpt":0.3406141570350341,"score_spread":0.3259458656952389,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}